Janssen 2.0: Audio Inpainting in the Time-frequency Domain

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F26%3A0198904" target="_blank" >RIV/00216305:26220/26:0198904 - isvavai.cz</a>

Result on the web

<a href="https://ieeexplore.ieee.org/document/11226501" target="_blank" >https://ieeexplore.ieee.org/document/11226501</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.23919/EUSIPCO63237.2025.11226501" target="_blank" >10.23919/EUSIPCO63237.2025.11226501</a>

Result language

angličtina

Original language name

Janssen 2.0: Audio Inpainting in the Time-frequency Domain

Original language description

The paper focuses on inpainting missing parts of an audio signal spectrogram, i.e., estimating the lacking time-frequency coefficients. The autoregression-based Janssen algorithm, a state-of-the-art for the time-domain audio inpainting, is adapted for the time-frequency setting. This novel method, termed Janssen-TF, is compared with the deep-prior neural network approach using both objective metrics and a subjective listening test, proving Janssen-TF to be superior in all the considered measures.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

20200 - Electrical engineering, Electronic engineering, Information engineering

Project

<a href="/en/project/GA23-07294S" target="_blank" >GA23-07294S: From perceptron to perception: psychoacoustically motivated audio reconstruction using learned components</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2025

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

2025 33rd European Signal Processing Conference (EUSIPCO)

ISBN

978-9-46-459362-4

ISSN

—

e-ISSN

—

Number of pages

5

Pages from-to

301-305

Publisher name

—

Place of publication

—

Event location

Isola delle Femmine – Palermo

Event date

Sep 8, 2025

Type of event by nationality

EUR - Evropská akce

UT code for WoS article

—